He and his wife, Soviet-era actress
Nina Gulyaeva, now a widow, were the parents of Russian actor
Vyacheslav Nevinnyy. Their son Vyacheslav and his wife in turn gave them two granddaughters: Izvetta, who was born in 1993, and Vasilisa, who was born in 2001.